Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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lessons
Skills in this topic
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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Managed Training with Amazon SageMaker and ๐Ÿค— Transformers
ML Fundamentals
Managed Training with Amazon SageMaker and ๐Ÿค— Transformers
HuggingFace Beginner 4y ago
Building Machine Learning Applications Fast
ML Fundamentals
Building Machine Learning Applications Fast
HuggingFace Intermediate 4y ago
Cybersecurity Threats // Monika Venฤkauskaitฤ— // Meetup #70 short clip
ML Fundamentals
Cybersecurity Threats // Monika Venฤkauskaitฤ— // Meetup #70 short clip
MLOps.community Beginner 4y ago
Diploma in Artificial Intelligence for Business Student Panel
ML Fundamentals
Diploma in Artificial Intelligence for Business Student Panel
Saรฏd Business School, University of Oxford Beginner 4y ago
Live Code Along: Machine Learning with XGBoost in Python
ML Fundamentals
Live Code Along: Machine Learning with XGBoost in Python
DataCamp Intermediate 4y ago
Math4ML Exercises: Calculus
ML Fundamentals
Math4ML Exercises: Calculus
Weights & Biases Beginner 4y ago
Day 1-AI and Machine Learning Hackathon Workshop For KIET
ML Fundamentals
Day 1-AI and Machine Learning Hackathon Workshop For KIET
Krish Naik Beginner 4y ago
PyTorch: Bridging AI Research and Production // Dmytro Dzhulgakov // MLOps Coffee Sessions #63
ML Fundamentals
PyTorch: Bridging AI Research and Production // Dmytro Dzhulgakov // MLOps Coffee Sessions #63
MLOps.community Intermediate 4y ago
5 Data Science Myths you shouldn't believe
ML Fundamentals โšก AI Lesson
5 Data Science Myths you shouldn't believe
CodeEmporium Beginner 4y ago
Data Science and Machine Learning Certificate, IIT Roorkee on Coursera
ML Fundamentals
Data Science and Machine Learning Certificate, IIT Roorkee on Coursera
Coursera Beginner 4y ago
Trailer- Ineuron First College 24 hours Hackathon 2021 At KIET Kakinada
ML Fundamentals
Trailer- Ineuron First College 24 hours Hackathon 2021 At KIET Kakinada
Krish Naik Beginner 4y ago
Python Graph Neural Network Libraries (an Overview)
ML Fundamentals
Python Graph Neural Network Libraries (an Overview)
DeepFindr Beginner 4y ago
Github Copilot: Good or Bad?
ML Fundamentals โšก AI Lesson
Github Copilot: Good or Bad?
sentdex Advanced 4y ago
Incredible things your community is creating with TensorFlow.js  - #MadeWithTFJS
ML Fundamentals โšก AI Lesson
Incredible things your community is creating with TensorFlow.js - #MadeWithTFJS
TensorFlow Beginner 4y ago
How to get involved in Machine Learning
ML Fundamentals โšก AI Lesson
How to get involved in Machine Learning
TensorFlow Beginner 4y ago
Math4ML Exercises: Linear Algebra, cont'd
ML Fundamentals
Math4ML Exercises: Linear Algebra, cont'd
Weights & Biases Beginner 4y ago
Depth Camera - Computerphile
ML Fundamentals โšก AI Lesson
Depth Camera - Computerphile
Computerphile Beginner 4y ago
Statistics Books For Data Science and Machine Learning
ML Fundamentals โšก AI Lesson
Statistics Books For Data Science and Machine Learning
codebasics Beginner 4y ago
Sentdex Live: GTC Keynote News and free GPUs
ML Fundamentals
Sentdex Live: GTC Keynote News and free GPUs
sentdex Advanced 4y ago
Entos Transforms Drug Discovery With NVIDIA AI-Powered Molecular Simulation
ML Fundamentals
Entos Transforms Drug Discovery With NVIDIA AI-Powered Molecular Simulation
NVIDIA Developer Beginner 4y ago
Efficient model design for in-app inferencing with Nsight DL Designer
ML Fundamentals
Efficient model design for in-app inferencing with Nsight DL Designer
NVIDIA Developer Intermediate 4y ago
Free datasets for machine learning and data science projects
ML Fundamentals
Free datasets for machine learning and data science projects
codebasics Beginner 4y ago
Coding a Neural Network from Scratch in Pure JAX | Machine Learning with JAX | Tutorial #3
ML Fundamentals
Coding a Neural Network from Scratch in Pure JAX | Machine Learning with JAX | Tutorial #3
Aleksa Gordiฤ‡ - The AI Epiphany Beginner 4y ago
Showcase your model demos with ๐Ÿค— Spaces
ML Fundamentals
Showcase your model demos with ๐Ÿค— Spaces
HuggingFace Intermediate 4y ago
The Hugging Face Hub as a means to collaborate on and share Machine Learning projects
ML Fundamentals
The Hugging Face Hub as a means to collaborate on and share Machine Learning projects
HuggingFace Beginner 4y ago
NLP Workflows with Keras
ML Fundamentals
NLP Workflows with Keras
HuggingFace Beginner 4y ago
Chip floorplanning with deep reinforcement learning
ML Fundamentals โšก AI Lesson
Chip floorplanning with deep reinforcement learning
TensorFlow Beginner 4y ago
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators
ML Fundamentals โšก AI Lesson
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators
TensorFlow Beginner 4y ago
Data-Centric AI Means Centralizing Training Data // Alberto Rizzoli // MLOps Meetup #85
ML Fundamentals
Data-Centric AI Means Centralizing Training Data // Alberto Rizzoli // MLOps Meetup #85
MLOps.community Beginner 4y ago
Simplified distributed training with tf.distribute parameter servers
ML Fundamentals โšก AI Lesson
Simplified distributed training with tf.distribute parameter servers
TensorFlow Beginner 4y ago
Building Machine Learning models with Edge Impulse
ML Fundamentals โšก AI Lesson
Building Machine Learning models with Edge Impulse
TensorFlow Beginner 4y ago
Intro to JAX: Accelerating Machine Learning research
ML Fundamentals โšก AI Lesson
Intro to JAX: Accelerating Machine Learning research
TensorFlow Beginner 4y ago
Manage MLOps and deploy Machine Learning to production with the new and improved TFX
ML Fundamentals โšก AI Lesson
Manage MLOps and deploy Machine Learning to production with the new and improved TFX
TensorFlow Beginner 4y ago
Simplified Machine Learning on mobile, browsers, and edge devices with on-device ML
ML Fundamentals โšก AI Lesson
Simplified Machine Learning on mobile, browsers, and edge devices with on-device ML
TensorFlow Beginner 4y ago
State-of-the-art Machine Learning research with Google tools | Keynote
ML Fundamentals โšก AI Lesson
State-of-the-art Machine Learning research with Google tools | Keynote
TensorFlow Beginner 4y ago
Engage with the Machine Learning community | Keynote
ML Fundamentals โšก AI Lesson
Engage with the Machine Learning community | Keynote
TensorFlow Beginner 4y ago
How Machine Learning tools at Google made AlphaFold possible | Keynote
ML Fundamentals โšก AI Lesson
How Machine Learning tools at Google made AlphaFold possible | Keynote
TensorFlow Beginner 4y ago
Machine Learning for mobile | Keynote
ML Fundamentals โšก AI Lesson
Machine Learning for mobile | Keynote
TensorFlow Beginner 4y ago
Machine learning tools from Google 2021 | Keynote
ML Fundamentals โšก AI Lesson
Machine learning tools from Google 2021 | Keynote
TensorFlow Beginner 4y ago
Google's Machine Learning Virtual Community Day livestream
ML Fundamentals โšก AI Lesson
Google's Machine Learning Virtual Community Day livestream
TensorFlow Intermediate 4y ago
Powered by TensorFlow: How machine learning helps advance access to human rights information
ML Fundamentals โšก AI Lesson
Powered by TensorFlow: How machine learning helps advance access to human rights information
TensorFlow Beginner 4y ago
Powered by TensorFlow: Creating a custom, machine learning-powered drumming arm
ML Fundamentals โšก AI Lesson
Powered by TensorFlow: Creating a custom, machine learning-powered drumming arm
TensorFlow Beginner 4y ago
Math4ML Exercises: Getting Started & Linear Algebra
ML Fundamentals
Math4ML Exercises: Getting Started & Linear Algebra
Weights & Biases Beginner 4y ago
Synthetic Data Generation using Omniverse Replicator for Isaac Sim
ML Fundamentals
Synthetic Data Generation using Omniverse Replicator for Isaac Sim
NVIDIA Developer Beginner 4y ago
I Don't Like Jupyter Notebooks // Joel Grus // Coffee Sessions #62
ML Fundamentals
I Don't Like Jupyter Notebooks // Joel Grus // Coffee Sessions #62
MLOps.community Beginner 4y ago
MLOps at Volvo Cars // Leonard  Aukea // MLOps Meetup #84
ML Fundamentals
MLOps at Volvo Cars // Leonard Aukea // MLOps Meetup #84
MLOps.community Beginner 4y ago
Is This An Efficient Way To Handle 90 Days Notice Period?
ML Fundamentals
Is This An Efficient Way To Handle 90 Days Notice Period?
Krish Naik Beginner 4y ago
Create Your Custom Dataset Using Faker Library
ML Fundamentals
Create Your Custom Dataset Using Faker Library
Krish Naik Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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DevOps and AI on AWS: AIOps
๐Ÿ“š Coursera Course โ†—
Self-paced
DevOps and AI on AWS: AIOps
Opens on Coursera โ†—
AI Infrastructure: Cloud TPUs
๐Ÿ“š Coursera Course โ†—
Self-paced
AI Infrastructure: Cloud TPUs
Opens on Coursera โ†—
Artificial Intelligence Privacy and Convenience
๐Ÿ“š Coursera Course โ†—
Self-paced
Artificial Intelligence Privacy and Convenience
Opens on Coursera โ†—
Artificial Intelligence in Practice for Business
๐Ÿ“š Coursera Course โ†—
Self-paced
Artificial Intelligence in Practice for Business
Opens on Coursera โ†—
The Data Science Profession โ€“ Student View
๐Ÿ“š Coursera Course โ†—
Self-paced
The Data Science Profession โ€“ Student View
Opens on Coursera โ†—
AI Fundamentals in Financial Services
๐Ÿ“š Coursera Course โ†—
Self-paced
AI Fundamentals in Financial Services
Opens on Coursera โ†—